- Describe the data mining workflow and the key traits of a successful data scientist.
- Extract, format, and preprocess data using UNIX command-line tools.
- Explore & visualize data.
datadave
datadave
/ BrewerColors.html
Last active
August 29, 2015 14:02
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| <!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN"> | |
| <html> | |
| <head> | |
| <title>colorBrewer</title> | |
| <style> | |
| body {font-family:tahoma; background-color:#eee} | |
| div {margin:4px;} | |
| h3 {background-color:#fff; border-top:1px solid #bbb; border-bottom:1px dashed #bbb; border-left:8px solid #bbb; padding:1em} | |
| h4 {background-color:#f0f0f0;padding:0.75em; font-weight:bold; border-left:8px solid #ddd;} |
datadave
/ gist:0033b43208e223d215af
Last active
August 29, 2015 14:04
Sample Data Science Course Curriculum
datadave
/ test.ipynb
Created
October 2, 2014 00:09
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datadave
/ obama_sotu.txt
Created
October 20, 2014 17:22
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| President Barack Obama's State of the Union Address | |
| Mr. Speaker, Mr. Vice President, Members of Congress, my fellow Americans: | |
| Today in America, a teacher spent extra time with a student who needed it, and did her part to lift America’s graduation rate to its highest level in more than three decades. | |
| An entrepreneur flipped on the lights in her tech startup, and did her part to add to the more than eight million new jobs our businesses have created over the past four years. | |
| An autoworker fine-tuned some of the best, most fuel-efficient cars in the world, and did his part to help America wean itself off foreign oil. |
datadave
/ sts_gold_tweet.csv
Created
October 20, 2014 21:07
We can make this file beautiful and searchable if this error is corrected: Any value after quoted field isn't allowed in line 1.
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| "id";"polarity";"tweet" | |
| "1467933112";"0";"the angel is going to miss the athlete this weekend " | |
| "2323395086";"0";"It looks as though Shaq is getting traded to Cleveland to play w/ LeBron... Too bad for Suns' fans. The Big Cactus is no more " | |
| "1467968979";"0";"@clarianne APRIL 9TH ISN'T COMING SOON ENOUGH " | |
| "1990283756";"0";"drinking a McDonalds coffee and not understanding why someone would hurt me for no apparent reason. " | |
| "1988884918";"0";"So dissapointed Taylor Swift doesnt have a Twitter " | |
| "1467984364";"0";"Wishes I was on the Spring Fling Tour with Dawn & neecee Sigh G'knight" | |
| "1964951623";"0";"got a sniffle, got the kids and hubby just left to work in Sydney for the weekend, boo hoo " | |
| "1881133744";"0";"i've only been in sydney for 3 hrs but I miss my friends especially @ktjade!!!" | |
| "1753802024";"0";"xboxtweet not working again " |
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We can make this file beautiful and searchable if this error is corrected: It looks like row 7 should actually have 13 columns, instead of 4 in line 6.
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| the_geom,addr_state,funded_amnt,emp_length_clean,annual_inc,grade_clean,loan_status_clean,count,cartodb_georef_status,cartodb_id,created_at,updated_at,stategeo | |
| 0101000020E6100000928C9C853D9355C01B47ACC5A7304040,AL,13758.83721,6.176744,64568.61067,5.07907,0.737984,645,1,2,2014-11-16 03:10:57+00,2014-11-16 03:11:08+00, | |
| 0101000020E61000000F45813E911157C064E94317D45F4140,AR,12055.41775,5.955614,59565.5623,5.250653,0.780679,383,1,3,2014-11-16 03:10:57+00,2014-11-16 03:11:08+00, | |
| 0101000020E61000005A423EE8D9045CC06E0D6C9560B94040,AZ,13198.65455,5.428364,66668.05911,5.184,0.782545,1375,1,4,2014-11-16 03:10:57+00,2014-11-16 03:11:08+00, | |
| 0101000020E6100000CF66D5E76A5F5EC0E0A128D0274A4340,CA,13938.36698,5.712629,74739.95478,5.174948,0.795238,9660,1,5,2014-11-16 03:10:57+00,2014-11-16 03:11:08+00, | |
| 0101000020E610000088F4DBD7813F5AC0415BCEA5B8DE4340,CO,14271.60633,5.504072,69765.42934,5.159276,0.80543,1105,1,6,2014-11-16 03:10:57+00,2014-11-16 03:11:08+00, | |
| 0101000020E61000006536C824232B52C07D3F355EBAE14440,CT,13879.20702,5 |
datadave
/ folium_cholor_loans.ipynb
Created
November 19, 2014 17:40
Folium Chloropleth example with loan data
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/ helloworld.c
Last active
August 29, 2015 14:18
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| #include <stdio.h> | |
| void main(int argc, char[] argv) { | |
| printf("hello, world!\n"); | |
| } |
datadave
/ index.html
Created
November 19, 2015 23:12
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| <!DOCTYPE html> | |
| <head> | |
| <meta http-equiv="content-type" content="text/html; charset=UTF-8" /> | |
| <link rel="stylesheet" href="https://rawgit.com/andrewgiessel/leafletstuff/master/leaflet.css" /> | |
| <script src="https://cdnjs.cloudflare.com/ajax/libs/leaflet/0.7.3/leaflet.js"></script> | |
| <script src="https://ajax.googleapis.com/ajax/libs/jquery/1.11.1/jquery.min.js"></script> | |
| <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css"> | |
| <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css"> |